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Catalog / All levels / Databricks Certified Data Engineer Associate Exam Preparation with 10 Practice Exams
Mammoth Club All levels 17 sections 44 lectures

Databricks Certified Data Engineer Associate Exam Preparation with 10 Practice Exams

Raw data can be messy and unreliable. The modern data engineer transforms that chaos into clean, trusted, and performant data assets ready for analytics and AI. This is where you learn that craft.

MC
Created by Team Mammoth
01
Skill level
All levels
02
Sections
17
03
Lectures
44
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
17
Sections
✓
44
Lectures
✓
40
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

7 sections · 25 lectures
+ Welcome! 2 lectures
What You'll Learn Locked
What You Need Locked
+ 01 Advanced Lakehouse Architecture Concepts 4 lectures
01 Comparative Analysis: Lakehouse vs Traditional Architectures Locked
02 Table Layer Strategy and Workload Optimization Locked
03 Cluster Deep Dive for Exam Success Locked
04 Advanced Notebook Features and Integration Locked
+ 02 Apache Spark ELT Mastery 5 lectures
01 Advanced Data Extraction Patterns Locked
02 External Data Integration Locked
03 Data Quality and Deduplication Techniques Locked
04 Advanced Data Transformations Locked
05 SQL Advanced Features Locked
+ 03 Delta Lake and Incremental Processing 6 lectures
01 ACID Transactions in Practice Locked
02 Table Management Strategies Locked
03 Time Travel and History Management Locked
04 Performance Optimization Techniques Locked
05 Advanced Write Operations Locked
06 Delta Live Tables (DLT) Implementation Locked
+ 04 Production Pipeline Development 3 lectures
01 Multi-Task Job Design Locked
02 Scheduling and Reliability Locked
03 Production Debugging Locked
+ 05 Governance Implementation 3 lectures
01 Unity Catalog Architecture Review Locked
02 Security Implementation Locked
03 Access Control Patterns Locked
+ 06 Exam Preparation Workshop 2 lectures
01 Exam Strategy and Time Management Locked
02 Hands-on Mock Exam Locked
Description

About this course.

This program teaches you to design, build, and manage robust data processing pipelines using core components of the Databricks Lakehouse Platform, including Delta Lake, Spark SQL, and production job orchestration.


✅ Understand the Databricks Lakehouse architecture and use its core components for data management and governance.

✅ Develop and optimize ETL/ELT pipelines using Spark SQL and Delta Lake to ensure data quality and reliability.

✅ Learn to build production-grade data pipelines, including managing tables, views, and incremental data processing.

✅ Deploy and monitor data processing jobs using Databricks Workflows and effectively manage production environments.


This course is designed for data professionals, BI developers, and ETL engineers who want to build and certify their skills as a data engineer on the Databricks platform.


🎁 Includes 10 full-length practice exams. Solidify your understanding of the Lakehouse. Engineer with confidence.


If you're ready to build the reliable data foundations that power business intelligence and AI, this course is your engineering blueprint.

Ready to start building?

Raw data can be messy and unreliable. The modern data engineer transforms that chaos into clean, trusted, and performant data assets ready for analytics and AI. This is where you learn that craft.

Buy lifetime access →